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Automation Risk Analysis

Will “Laboratory Technician (Lab Tech)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #319 of 702. Estimated risk: 57.0%

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AI Exposure Risk

55%

“Laboratory Technician (Lab Tech)” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 55% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

53%

“Laboratory Technician (Lab Tech)” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 53% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Chemical Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Conduct chemical and physical laboratory tests to assist scientists in making qualitative and quantitative analyses of solids, liquids, and gaseous materials for research and development of new products or processes, quality control, maintenance of environmental standards, and other work involving experimental, theoretical, or practical application of chemistry and related sciences.

Avg. Annual Salary $61,300
Avg. Hourly Wage $29.47
Available Jobs (US) 55,640
Job Title & Hierarchy Code (SOC) Chemical Technicians #19-4031
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Chemical Technicians”

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Related Occupations & Automation Risk

Economists

AI Risk 63%
Robot Risk 15%

Biochemists and Biophysicists

AI Risk 62%
Robot Risk 47%

Industrial Ecologists

AI Risk 61%
Robot Risk 23%

Geographers

AI Risk 61%
Robot Risk 28%

Environmental Economists

AI Risk 61%
Robot Risk 18%

Atmospheric and Space Scientists

AI Risk 61%
Robot Risk 28%

Core Skills & Abilities

  • Provide and maintain a safe work environment by participating in safety programs, committees, or teams and by conducting laboratory or plant safety audits.

  • Compile and interpret results of tests and analyses.

  • Set up and conduct chemical experiments, tests, and analyses, using techniques such as chromatography, spectroscopy, physical or chemical separation techniques, or microscopy.

  • Operate experimental pilot plants, assisting with experimental design.

  • Prepare chemical solutions for products or processes, following standardized formulas, or create experimental formulas.

  • Direct or monitor other workers producing chemical products.

  • Develop new chemical engineering processes or production techniques.

  • Maintain, clean, or sterilize laboratory instruments or equipment.

  • Conduct chemical or physical laboratory tests to assist scientists in making qualitative or quantitative analyses of solids, liquids, or gaseous materials.

  • Order and inventory materials to maintain supplies.

  • Monitor product quality to ensure compliance with standards and specifications.

  • Write technical reports or prepare graphs or charts to document experimental results.

  • Design or fabricate experimental apparatus to develop new products or processes.

  • Train new employees on topics such as the proper operation of laboratory equipment.

  • Develop or conduct programs of sampling and analysis to maintain quality standards of raw materials, chemical intermediates, or products.

  • Provide technical support or assistance to chemists or engineers.

Technologies & Software

  • Elicit
  • Qwen (Alibaba)
  • Microsoft Excel
  • ChatGPT (OpenAI)
  • Llama (Meta)
  • Perplexity AI
  • Mistral AI (chat/models)
  • Microsoft Access
  • Microsoft Outlook
  • Database software
  • Oracle Java
  • Microsoft PowerPoint
  • Gemini (Google)
  • Consensus
  • Gemini for Workspace
  • DeepSeek
  • Structured query language SQL
  • Laboratory information management system LIMS
  • Spreadsheet software
  • C++
  • Python
  • Linux
  • Kimi (Moonshot AI)
  • NotebookLM (Google)
  • Oracle Database
  • Word processing software
  • Email software
  • Microsoft Office software
  • Scite AI
  • Mistral (Mistral AI)
  • Software development tools
  • Microsoft Word
  • Nova (Amazon)
  • Grok (xAI)
  • Semantic Scholar AI
  • Claude (Anthropic)
  • SAP software
  • R
  • Ammeters
  • Fluorimeters
  • Finger pumps
  • Infrared lamps
  • Exhaust hoods
  • High pressure sodium lamps
  • Glass laboratory crucibles
  • Ion exchange chromatography equipment
  • Atomic absorption AA spectroscopes
  • Chromatography microsyringes
  • Laboratory vacuum hand pumps
  • Bourdon gauges
  • Mercury vapor lamps
  • Distilling condensers
  • Automatic buret cleaners
  • Ball mills
  • Optical pyrometers
  • Chromatography developing tanks
  • Gas burners
  • Fourier transfer infrared FTIR spectrometers
  • Laminar flow burners
  • Gas drying tubes
  • Dye lasers
  • Laboratory drying ovens
  • Magnetic stirring bars
  • Safety glasses
  • Liquid transfer pumps
  • Immersion heaters
  • Photocells
  • Titrators
  • Gas leak detectors
  • Laboratory centrifugal pumps
  • Utility clamps
  • Comparators
  • Pressure gauges
  • Laboratory blenders
  • High pressure liquid chromatograph HPLC equipment
  • Ultraviolet UV lamps
  • Photo detectors
  • Homogenizers
  • Thinlayer chromatography analyzers
  • Ultraviolet UV light detectors
  • Water aspirators
  • Dust and particulate respirators
  • Mercury barometers
  • Lasers
  • Hot air blowers
  • Canister gas masks
  • Face shields
  • Agitation tanks
  • Deuterium lamps
  • Hirsch funnels
  • Plastic cuvettes
  • Radioisotope fume hoods
  • Dissolved oxygen meters
  • Photomultiplier tubes
  • Laboratory balances
  • Velometers
  • Asbestos gloves
  • Voltmeters
  • Thermal conductivity detectors
  • Vacuum gauges
  • Evaporator rotators
  • Coulometers
  • Mainframe computers
  • Bubble-cap fractionating columns
  • Abbe refractometers
  • Ultracentrifuges
  • Reflux condensers
  • Radiation detectors
  • Lyophilizers
  • Organic carbon analyzers
  • Magnetic agitators
  • Multimeters
  • Glass burets
  • Ruby lasers
  • Spectrophotometers
  • Glass tubing
  • Hollow cathode lamps
  • Autotitrators
  • Graphite furnaces
  • Buchner funnels
  • Lecture bottles
  • Liquid-filled remote thermometers
  • Mortars and pestles
  • Flame ionization detectors FID
  • Computer-controlled pumps
  • Laboratory tongs
  • Differential scanning calorimeters
  • Thermocouples
  • Infrared IR spectroscopes
  • Heating mantles
  • Vapor monitor badges
  • Laboratory heating plates
  • Westphal balances
  • Dessicators
  • Flame photometers
  • Gravity convection ovens
  • Electronic toploading balances
  • Triple beam balances
  • Cartesian manostats
  • Ultraviolet UV spectroscopes
  • Liquid chromatography/mass spectrometry LC/MS equipment
  • Liquid chromatography equipment
  • Evaporating dishes
  • Pirani gauges
  • Automated microviscometers
  • Steam baths
  • Tension gauges
  • Monochromators
  • Aneroid barometers
  • Automatic burets
  • Safety goggles
  • Bunsen burners
  • U-tube manometers
  • Rotary evaporators
  • Differential refractometers
  • pH indicators
  • Viscosity meters
  • Perchloric acid hoods
  • Turbidimeters
  • Constant temperature water baths
  • Laboratory flasks
  • Ionization gauges
  • Rotameters
  • Claisen flasks
  • Volume displacement pumps
  • Fluid scintillation counters
  • Pull spring balances
  • Cooling baths
  • Transfer pipettes
  • Prisms
  • Graphing calculators
  • Molecular stills
  • Desktop computers
  • Optical beamsplitting devices
  • Drying pistols
  • Personal computers
  • Gas chromatography equipment
  • Meker burners
  • Muffle furnaces
  • Test tube clamps
  • Bimetallic strip thermometers
  • Refrigerated coolers
  • Torsion balances
  • Bubble flow meters
  • Hydrometers
  • Metering pumps
  • Geiger-Muller counters
  • Beckmann thermometers
  • Laboratory pressing equipment
  • Safety showers
  • Hazardous material protective clothing
  • Vacuum flask traps
  • Nuclear magnetic resonance NMR spectroscopes
  • Capillary tubing
  • Closed-end manometers
  • Single-pan balances
  • Atomic emissions spectroscopes
  • Volumetric glass pipettes
  • Fire extinguishers
  • Unequal-arm balances
  • Bell jars
  • Safety gloves
  • Gooch crucibles
  • Eyewash fountains
  • Laboratory vacuum pumps
  • Filter pumps
  • Automated polarimeters
  • Diffusion pumps
  • Gravitational field indicators
  • Explosion-proof fume hoods
  • Cork borer sets
  • Pycnometers
  • Polarizers
  • Rheometers
  • Reaction flasks
  • Mass spectrometers
  • Polarimeters
  • Sample crushers
  • Digital handheld thermometers
  • Automatic pipette cleaners
  • McLeod gauges
  • Optical compound microscopes
  • Benchtop centrifuges
  • Volumetric flasks
  • Nebulizers
  • Bomb calorimeters

Alternative Job Titles